Adobe MLE-II Interview Experience (Selected)

As a Data Scientist/MLE with 3+ years of experience and a B.Tech from IIT (non-circuital branch), I went through a structured interview process at Adobe. The first round was an end-to-end design question focusing on image + text (document-type) data, requiring a complete pipeline to predict aspect ratio from the given data/document. The second round included a Python coding question followed by a deep dive into LLMs, transformers, and attention mechanisms. The third round was a managerial discussion on projects, teamwork, and behavioral questions. The fourth round involved a system design question to create a color suggestion system, along with team and work-related discussions. I was offered the position and will share compensation details in another post soon.